YData Profiling Report

Dataset statistics

Number of variables	12
Number of observations	1000
Missing cells	192
Missing cells (%)	1.6%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	93.9 KiB
Average record size in memory	96.1 B

Variable types

Numeric	7
Text	5

Alerts

`Metascore` is highly overall correlated with `Rating`	High correlation
`Rating` is highly overall correlated with `Metascore` and 1 other fields	High correlation
`Revenue (Millions)` is highly overall correlated with `Votes`	High correlation
`Votes` is highly overall correlated with `Rating` and 2 other fields	High correlation
`Year` is highly overall correlated with `Votes`	High correlation
`Revenue (Millions)` has 128 (12.8%) missing values	Missing
`Metascore` has 64 (6.4%) missing values	Missing
`Rank` is uniformly distributed	Uniform
`Rank` has unique values	Unique
`Description` has unique values	Unique

Reproduction

Analysis started	2025-12-07 03:47:29.190735
Analysis finished	2025-12-07 03:48:11.020494
Duration	41.83 seconds
Software version	ydata-profiling vv4.18.0
Download configuration	config.json

Rank
Real number (ℝ)

Uniform Unique

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	500.5

Minimum	1
Maximum	1000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	1
5-th percentile	50.95
Q1	250.75
median	500.5
Q3	750.25
95-th percentile	950.05
Maximum	1000
Range	999
Interquartile range (IQR)	499.5

Descriptive statistics

Standard deviation	288.81944
Coefficient of variation (CV)	0.57706181
Kurtosis	-1.2
Mean	500.5
Median Absolute Deviation (MAD)	250
Skewness	0
Sum	500500
Variance	83416.667
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
672	1	0.1%
659	1	0.1%
660	1	0.1%
661	1	0.1%
662	1	0.1%
663	1	0.1%
664	1	0.1%
665	1	0.1%
666	1	0.1%
Other values (990)	990	99.0%

Value	Count	Frequency (%)
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%
5	1	0.1%
6	1	0.1%
7	1	0.1%
8	1	0.1%
9	1	0.1%
10	1	0.1%

Value	Count	Frequency (%)
1000	1	0.1%
999	1	0.1%
998	1	0.1%
997	1	0.1%
996	1	0.1%
995	1	0.1%
994	1	0.1%
993	1	0.1%
992	1	0.1%
991	1	0.1%

Title
Text

Distinct	999
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

Length

Max length	61
Median length	44
Mean length	14.539
Min length	2

Characters and Unicode

Total characters	14539
Distinct characters	81
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	998 ?
Unique (%)	99.8%

Sample

1st row	Guardians of the Galaxy
2nd row	Prometheus
3rd row	Split
4th row	Sing
5th row	Suicide Squad

Value	Count	Frequency (%)
the	305	11.7%
of	92	3.5%
a	29	1.1%
in	22	0.8%
and	22	0.8%
2	22	0.8%
	15	0.6%
man	12	0.5%
to	12	0.5%
i	11	0.4%
Other values (1429)	2063	79.2%

Most occurring characters

Value	Count	Frequency (%)
	1605	11.0%
e	1507	10.4%
a	884	6.1%
o	851	5.9%
n	828	5.7%
r	799	5.5%
i	775	5.3%
t	720	5.0%
s	609	4.2%
h	539	3.7%
Other values (71)	5422	37.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14539	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	1605	11.0%
e	1507	10.4%
a	884	6.1%
o	851	5.9%
n	828	5.7%
r	799	5.5%
i	775	5.3%
t	720	5.0%
s	609	4.2%
h	539	3.7%
Other values (71)	5422	37.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14539	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	1605	11.0%
e	1507	10.4%
a	884	6.1%
o	851	5.9%
n	828	5.7%
r	799	5.5%
i	775	5.3%
t	720	5.0%
s	609	4.2%
h	539	3.7%
Other values (71)	5422	37.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14539	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	1605	11.0%
e	1507	10.4%
a	884	6.1%
o	851	5.9%
n	828	5.7%
r	799	5.5%
i	775	5.3%
t	720	5.0%
s	609	4.2%
h	539	3.7%
Other values (71)	5422	37.3%

Genre
Text

Distinct	207
Distinct (%)	20.7%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

Length

Max length	26
Median length	21
Mean length	18.095
Min length	5

Characters and Unicode

Total characters	18095
Distinct characters	31
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	85 ?
Unique (%)	8.5%

Sample

1st row	Action,Adventure,Sci-Fi
2nd row	Adventure,Mystery,Sci-Fi
3rd row	Horror,Thriller
4th row	Animation,Comedy,Family
5th row	Action,Adventure,Fantasy

Value	Count	Frequency (%)
action,adventure,sci-fi	50	5.0%
drama	48	4.8%
comedy,drama,romance	35	3.5%
comedy	32	3.2%
drama,romance	31	3.1%
animation,adventure,comedy	27	2.7%
action,adventure,fantasy	27	2.7%
comedy,drama	27	2.7%
comedy,romance	26	2.6%
crime,drama,thriller	24	2.4%
Other values (197)	673	67.3%

Most occurring characters

Value	Count	Frequency (%)
r	1923	10.6%
a	1568	8.7%
,	1555	8.6%
e	1403	7.8%
m	1183	6.5%
i	1168	6.5%
o	1138	6.3%
n	909	5.0%
t	872	4.8%
y	753	4.2%
Other values (21)	5623	31.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	18095	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	1923	10.6%
a	1568	8.7%
,	1555	8.6%
e	1403	7.8%
m	1183	6.5%
i	1168	6.5%
o	1138	6.3%
n	909	5.0%
t	872	4.8%
y	753	4.2%
Other values (21)	5623	31.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	18095	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	1923	10.6%
a	1568	8.7%
,	1555	8.6%
e	1403	7.8%
m	1183	6.5%
i	1168	6.5%
o	1138	6.3%
n	909	5.0%
t	872	4.8%
y	753	4.2%
Other values (21)	5623	31.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	18095	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	1923	10.6%
a	1568	8.7%
,	1555	8.6%
e	1403	7.8%
m	1183	6.5%
i	1168	6.5%
o	1138	6.3%
n	909	5.0%
t	872	4.8%
y	753	4.2%
Other values (21)	5623	31.1%

Description
Text

Unique

Distinct	1000
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

Length

Max length	421
Median length	212
Mean length	163.232
Min length	42

Characters and Unicode

Total characters	163232
Distinct characters	82
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1000 ?
Unique (%)	100.0%

Sample

1st row	A group of intergalactic criminals are forced to work together to stop a fanatical warrior from taking control of the universe.
2nd row	Following clues to the origin of mankind, a team finds a structure on a distant moon, but they soon realize they are not alone.
3rd row	Three girls are kidnapped by a man with a diagnosed 23 distinct personalities. They must try to escape before the apparent emergence of a frightful new 24th.
4th row	In a city of humanoid animals, a hustling theater impresario's attempt to save his theater with a singing competition becomes grander than he anticipates even as its finalists' find that their lives will never be the same.
5th row	A secret government agency recruits some of the most dangerous incarcerated super-villains to form a defensive task force. Their first mission: save the world from the apocalypse.

Value	Count	Frequency (%)
a	1626	5.8%
the	1360	4.9%
to	934	3.3%
of	807	2.9%
and	716	2.6%
in	578	2.1%
his	487	1.7%
an	304	1.1%
is	296	1.1%
with	274	1.0%
Other values (6172)	20539	73.6%

Most occurring characters

Value	Count	Frequency (%)
	26921	16.5%
e	15840	9.7%
t	10926	6.7%
a	10686	6.5%
i	9657	5.9%
o	9618	5.9%
n	9602	5.9%
r	9227	5.7%
s	8727	5.3%
h	6513	4.0%
Other values (72)	45515	27.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	163232	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	26921	16.5%
e	15840	9.7%
t	10926	6.7%
a	10686	6.5%
i	9657	5.9%
o	9618	5.9%
n	9602	5.9%
r	9227	5.7%
s	8727	5.3%
h	6513	4.0%
Other values (72)	45515	27.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	163232	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	26921	16.5%
e	15840	9.7%
t	10926	6.7%
a	10686	6.5%
i	9657	5.9%
o	9618	5.9%
n	9602	5.9%
r	9227	5.7%
s	8727	5.3%
h	6513	4.0%
Other values (72)	45515	27.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	163232	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	26921	16.5%
e	15840	9.7%
t	10926	6.7%
a	10686	6.5%
i	9657	5.9%
o	9618	5.9%
n	9602	5.9%
r	9227	5.7%
s	8727	5.3%
h	6513	4.0%
Other values (72)	45515	27.9%

Director
Text

Distinct	644
Distinct (%)	64.4%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

Length

Max length	32
Median length	21
Mean length	13.139
Min length	3

Characters and Unicode

Total characters	13139
Distinct characters	69
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	444 ?
Unique (%)	44.4%

Sample

1st row	James Gunn
2nd row	Ridley Scott
3rd row	M. Night Shyamalan
4th row	Christophe Lourdelet
5th row	David Ayer

Value	Count	Frequency (%)
david	38	1.8%
john	25	1.2%
michael	22	1.1%
james	21	1.0%
scott	20	1.0%
paul	19	0.9%
robert	14	0.7%
steven	13	0.6%
lee	12	0.6%
peter	12	0.6%
Other values (977)	1896	90.6%

Most occurring characters

Value	Count	Frequency (%)
e	1223	9.3%
	1092	8.3%
a	1056	8.0%
n	937	7.1%
r	875	6.7%
o	783	6.0%
i	740	5.6%
l	604	4.6%
t	486	3.7%
s	467	3.6%
Other values (59)	4876	37.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	13139	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1223	9.3%
	1092	8.3%
a	1056	8.0%
n	937	7.1%
r	875	6.7%
o	783	6.0%
i	740	5.6%
l	604	4.6%
t	486	3.7%
s	467	3.6%
Other values (59)	4876	37.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	13139	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1223	9.3%
	1092	8.3%
a	1056	8.0%
n	937	7.1%
r	875	6.7%
o	783	6.0%
i	740	5.6%
l	604	4.6%
t	486	3.7%
s	467	3.6%
Other values (59)	4876	37.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	13139	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1223	9.3%
	1092	8.3%
a	1056	8.0%
n	937	7.1%
r	875	6.7%
o	783	6.0%
i	740	5.6%
l	604	4.6%
t	486	3.7%
s	467	3.6%
Other values (59)	4876	37.1%

Actors
Text

Distinct	996
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Memory size	7.9 KiB

Length

Max length	77
Median length	70
Mean length	58.288
Min length	43

Characters and Unicode

Total characters	58288
Distinct characters	79
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	992 ?
Unique (%)	99.2%

Sample

1st row	Chris Pratt, Vin Diesel, Bradley Cooper, Zoe Saldana
2nd row	Noomi Rapace, Logan Marshall-Green, Michael Fassbender, Charlize Theron
3rd row	James McAvoy, Anya Taylor-Joy, Haley Lu Richardson, Jessica Sula
4th row	Matthew McConaughey,Reese Witherspoon, Seth MacFarlane, Scarlett Johansson
5th row	Will Smith, Jared Leto, Margot Robbie, Viola Davis

Value	Count	Frequency (%)
michael	62	0.8%
james	50	0.6%
tom	44	0.6%
john	42	0.5%
chris	42	0.5%
jason	41	0.5%
robert	37	0.5%
jennifer	35	0.4%
mark	35	0.4%
ben	31	0.4%
Other values (2924)	7441	94.7%

Most occurring characters

Value	Count	Frequency (%)
	6860	11.8%
e	5007	8.6%
a	4812	8.3%
n	3867	6.6%
i	3216	5.5%
r	3171	5.4%
,	2999	5.1%
o	2949	5.1%
l	2811	4.8%
s	1931	3.3%
Other values (69)	20665	35.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	58288	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	6860	11.8%
e	5007	8.6%
a	4812	8.3%
n	3867	6.6%
i	3216	5.5%
r	3171	5.4%
,	2999	5.1%
o	2949	5.1%
l	2811	4.8%
s	1931	3.3%
Other values (69)	20665	35.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	58288	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	6860	11.8%
e	5007	8.6%
a	4812	8.3%
n	3867	6.6%
i	3216	5.5%
r	3171	5.4%
,	2999	5.1%
o	2949	5.1%
l	2811	4.8%
s	1931	3.3%
Other values (69)	20665	35.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	58288	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	6860	11.8%
e	5007	8.6%
a	4812	8.3%
n	3867	6.6%
i	3216	5.5%
r	3171	5.4%
,	2999	5.1%
o	2949	5.1%
l	2811	4.8%
s	1931	3.3%
Other values (69)	20665	35.5%

Year
Real number (ℝ)

High correlation

Distinct	11
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2012.783

Minimum	2006
Maximum	2016
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	2006
5-th percentile	2007
Q1	2010
median	2014
Q3	2016
95-th percentile	2016
Maximum	2016
Range	10
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.2059615
Coefficient of variation (CV)	0.0015928004
Kurtosis	-0.82196398
Mean	2012.783
Median Absolute Deviation (MAD)	2
Skewness	-0.68987871
Sum	2012783
Variance	10.278189
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
2016	297	29.7%
2015	127	12.7%
2014	98	9.8%
2013	91	9.1%
2012	64	6.4%
2011	63	6.3%
2010	60	6.0%
2007	53	5.3%
2008	52	5.2%
2009	51	5.1%

Value	Count	Frequency (%)
2006	44	4.4%
2007	53	5.3%
2008	52	5.2%
2009	51	5.1%
2010	60	6.0%
2011	63	6.3%
2012	64	6.4%
2013	91	9.1%
2014	98	9.8%
2015	127	12.7%

Value	Count	Frequency (%)
2016	297	29.7%
2015	127	12.7%
2014	98	9.8%
2013	91	9.1%
2012	64	6.4%
2011	63	6.3%
2010	60	6.0%
2009	51	5.1%
2008	52	5.2%
2007	53	5.3%

Runtime (Minutes)
Real number (ℝ)

Distinct	94
Distinct (%)	9.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	113.172

Minimum	66
Maximum	191
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	66
5-th percentile	88
Q1	100
median	111
Q3	123
95-th percentile	150
Maximum	191
Range	125
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	18.810908
Coefficient of variation (CV)	0.16621521
Kurtosis	0.8583211
Mean	113.172
Median Absolute Deviation (MAD)	12
Skewness	0.84671273
Sum	113172
Variance	353.85027
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
108	31	3.1%
100	28	2.8%
117	27	2.7%
118	26	2.6%
106	26	2.6%
110	26	2.6%
102	25	2.5%
112	24	2.4%
123	23	2.3%
104	23	2.3%
Other values (84)	741	74.1%

Value	Count	Frequency (%)
66	1	0.1%
73	2	0.2%
80	2	0.2%
81	5	0.5%
82	1	0.1%
83	6	0.6%
84	3	0.3%
85	9	0.9%
86	8	0.8%
87	9	0.9%

Value	Count	Frequency (%)
191	1	0.1%
187	1	0.1%
180	3	0.3%
172	1	0.1%
170	1	0.1%
169	3	0.3%
166	1	0.1%
165	5	0.5%
164	1	0.1%
163	1	0.1%

Rating
Real number (ℝ)

High correlation

Distinct	55
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.7232

Minimum	1.9
Maximum	9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	1.9
5-th percentile	5.1
Q1	6.2
median	6.8
Q3	7.4
95-th percentile	8.1
Maximum	9
Range	7.1
Interquartile range (IQR)	1.2

Descriptive statistics

Standard deviation	0.94542879
Coefficient of variation (CV)	0.14062185
Kurtosis	1.3222703
Mean	6.7232
Median Absolute Deviation (MAD)	0.6
Skewness	-0.74314194
Sum	6723.2
Variance	0.8938356
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.1	52	5.2%
6.7	48	4.8%
7	46	4.6%
6.3	44	4.4%
7.3	42	4.2%
7.2	42	4.2%
6.6	42	4.2%
6.5	40	4.0%
7.8	40	4.0%
6.2	37	3.7%
Other values (45)	567	56.7%

Value	Count	Frequency (%)
1.9	1	0.1%
2.7	2	0.2%
3.2	1	0.1%
3.5	2	0.2%
3.7	2	0.2%
3.9	3	0.3%
4	1	0.1%
4.1	1	0.1%
4.2	2	0.2%
4.3	4	0.4%

Value	Count	Frequency (%)
9	1	0.1%
8.8	2	0.2%
8.6	3	0.3%
8.5	6	0.6%
8.4	4	0.4%
8.3	7	0.7%
8.2	10	1.0%
8.1	26	2.6%
8	19	1.9%
7.9	23	2.3%

Votes
Real number (ℝ)

High correlation

Distinct	997
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	169808.26

Minimum	61
Maximum	1791916
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	61
5-th percentile	1260.35
Q1	36309
median	110799
Q3	239909.75
95-th percentile	526551.85
Maximum	1791916
Range	1791855
Interquartile range (IQR)	203600.75

Descriptive statistics

Standard deviation	188762.65
Coefficient of variation (CV)	1.1116223
Kurtosis	11.312681
Mean	169808.26
Median Absolute Deviation (MAD)	88402
Skewness	2.5079185
Sum	1.6980826 × 10⁸
Variance	3.5631337 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
97141	2	0.2%
291	2	0.2%
1427	2	0.2%
757074	1	0.1%
5796	1	0.1%
168875	1	0.1%
136323	1	0.1%
26320	1	0.1%
75291	1	0.1%
206707	1	0.1%
Other values (987)	987	98.7%

Value	Count	Frequency (%)
61	1	0.1%
96	1	0.1%
102	1	0.1%
115	1	0.1%
164	1	0.1%
173	1	0.1%
178	1	0.1%
198	1	0.1%
202	1	0.1%
220	1	0.1%

Value	Count	Frequency (%)
1791916	1	0.1%
1583625	1	0.1%
1222645	1	0.1%
1047747	1	0.1%
1045588	1	0.1%
1039115	1	0.1%
959065	1	0.1%
937414	1	0.1%
935408	1	0.1%
913152	1	0.1%

Revenue (Millions)
Real number (ℝ)

High correlation Missing

Distinct	814
Distinct (%)	93.3%
Missing	128
Missing (%)	12.8%
Infinite	0
Infinite (%)	0.0%
Mean	82.956376

Minimum	0
Maximum	936.63
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.211
Q1	13.27
median	47.985
Q3	113.715
95-th percentile	293.88
Maximum	936.63
Range	936.63
Interquartile range (IQR)	100.445

Descriptive statistics

Standard deviation	103.25354
Coefficient of variation (CV)	1.2446727
Kurtosis	10.607635
Mean	82.956376
Median Absolute Deviation (MAD)	41.285
Skewness	2.5925159
Sum	72337.96
Variance	10661.294
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.03	7	0.7%
0.01	5	0.5%
0.02	4	0.4%
0.04	4	0.4%
0.05	4	0.4%
0.32	4	0.4%
0.54	3	0.3%
2.2	3	0.3%
1.29	3	0.3%
0.15	3	0.3%
Other values (804)	832	83.2%
(Missing)	128	12.8%

Value	Count	Frequency (%)
0	1	0.1%
0.01	5	0.5%
0.02	4	0.4%
0.03	7	0.7%
0.04	4	0.4%
0.05	4	0.4%
0.06	2	0.2%
0.07	2	0.2%
0.08	1	0.1%
0.09	2	0.2%

Value	Count	Frequency (%)
936.63	1	0.1%
760.51	1	0.1%
652.18	1	0.1%
623.28	1	0.1%
533.32	1	0.1%
532.17	1	0.1%
486.29	1	0.1%
458.99	1	0.1%
448.13	1	0.1%
424.65	1	0.1%

Metascore
Real number (ℝ)

High correlation Missing

Distinct	84
Distinct (%)	9.0%
Missing	64
Missing (%)	6.4%
Infinite	0
Infinite (%)	0.0%
Mean	58.985043

Minimum	11
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	7.9 KiB

Quantile statistics

Minimum	11
5-th percentile	31
Q1	47
median	59.5
Q3	72
95-th percentile	85
Maximum	100
Range	89
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	17.194757
Coefficient of variation (CV)	0.29151046
Kurtosis	-0.61220515
Mean	58.985043
Median Absolute Deviation (MAD)	12.5
Skewness	-0.12388735
Sum	55210
Variance	295.65967
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
66	25	2.5%
68	25	2.5%
72	25	2.5%
64	24	2.4%
57	23	2.3%
65	22	2.2%
51	22	2.2%
76	21	2.1%
81	21	2.1%
48	21	2.1%
Other values (74)	707	70.7%
(Missing)	64	6.4%

Value	Count	Frequency (%)
11	1	0.1%
15	1	0.1%
16	1	0.1%
18	4	0.4%
19	1	0.1%
20	1	0.1%
22	3	0.3%
23	6	0.6%
24	2	0.2%
25	2	0.2%

Value	Count	Frequency (%)
100	1	0.1%
99	1	0.1%
98	1	0.1%
96	4	0.4%
95	3	0.3%
94	3	0.3%
93	3	0.3%
92	2	0.2%
91	1	0.1%
90	5	0.5%

	Metascore	Rank	Rating	Revenue (Millions)	Runtime (Minutes)	Votes	Year
Metascore	1.000	-0.193	0.665	0.054	0.199	0.276	-0.063
Rank	-0.193	1.000	-0.229	-0.233	-0.224	-0.202	-0.290
Rating	0.665	-0.229	1.000	0.159	0.383	0.520	-0.228
Revenue (Millions)	0.054	-0.233	0.159	1.000	0.247	0.701	-0.239
Runtime (Minutes)	0.199	-0.224	0.383	0.247	1.000	0.408	-0.174
Votes	0.276	-0.202	0.520	0.701	0.408	1.000	-0.610
Year	-0.063	-0.290	-0.228	-0.239	-0.174	-0.610	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

	Rank	Title	Genre	Description	Director	Actors	Year	Runtime (Minutes)	Rating	Votes	Revenue (Millions)	Metascore
0	1	Guardians of the Galaxy	Action,Adventure,Sci-Fi	A group of intergalactic criminals are forced to work together to stop a fanatical warrior from taking control of the universe.	James Gunn	Chris Pratt, Vin Diesel, Bradley Cooper, Zoe Saldana	2014	121	8.1	757074	333.13	76.0
1	2	Prometheus	Adventure,Mystery,Sci-Fi	Following clues to the origin of mankind, a team finds a structure on a distant moon, but they soon realize they are not alone.	Ridley Scott	Noomi Rapace, Logan Marshall-Green, Michael Fassbender, Charlize Theron	2012	124	7.0	485820	126.46	65.0
2	3	Split	Horror,Thriller	Three girls are kidnapped by a man with a diagnosed 23 distinct personalities. They must try to escape before the apparent emergence of a frightful new 24th.	M. Night Shyamalan	James McAvoy, Anya Taylor-Joy, Haley Lu Richardson, Jessica Sula	2016	117	7.3	157606	138.12	62.0
3	4	Sing	Animation,Comedy,Family	In a city of humanoid animals, a hustling theater impresario's attempt to save his theater with a singing competition becomes grander than he anticipates even as its finalists' find that their lives will never be the same.	Christophe Lourdelet	Matthew McConaughey,Reese Witherspoon, Seth MacFarlane, Scarlett Johansson	2016	108	7.2	60545	270.32	59.0
4	5	Suicide Squad	Action,Adventure,Fantasy	A secret government agency recruits some of the most dangerous incarcerated super-villains to form a defensive task force. Their first mission: save the world from the apocalypse.	David Ayer	Will Smith, Jared Leto, Margot Robbie, Viola Davis	2016	123	6.2	393727	325.02	40.0
5	6	The Great Wall	Action,Adventure,Fantasy	European mercenaries searching for black powder become embroiled in the defense of the Great Wall of China against a horde of monstrous creatures.	Yimou Zhang	Matt Damon, Tian Jing, Willem Dafoe, Andy Lau	2016	103	6.1	56036	45.13	42.0
6	7	La La Land	Comedy,Drama,Music	A jazz pianist falls for an aspiring actress in Los Angeles.	Damien Chazelle	Ryan Gosling, Emma Stone, Rosemarie DeWitt, J.K. Simmons	2016	128	8.3	258682	151.06	93.0
7	8	Mindhorn	Comedy	A has-been actor best known for playing the title character in the 1980s detective series "Mindhorn" must work with the police when a serial killer says that he will only speak with Detective Mindhorn, whom he believes to be a real person.	Sean Foley	Essie Davis, Andrea Riseborough, Julian Barratt,Kenneth Branagh	2016	89	6.4	2490	NaN	71.0
8	9	The Lost City of Z	Action,Adventure,Biography	A true-life drama, centering on British explorer Col. Percival Fawcett, who disappeared while searching for a mysterious city in the Amazon in the 1920s.	James Gray	Charlie Hunnam, Robert Pattinson, Sienna Miller, Tom Holland	2016	141	7.1	7188	8.01	78.0
9	10	Passengers	Adventure,Drama,Romance	A spacecraft traveling to a distant colony planet and transporting thousands of people has a malfunction in its sleep chambers. As a result, two passengers are awakened 90 years early.	Morten Tyldum	Jennifer Lawrence, Chris Pratt, Michael Sheen,Laurence Fishburne	2016	116	7.0	192177	100.01	41.0

	Rank	Title	Genre	Description	Director	Actors	Year	Runtime (Minutes)	Rating	Votes	Revenue (Millions)	Metascore
990	991	Underworld: Rise of the Lycans	Action,Adventure,Fantasy	An origins story centered on the centuries-old feud between the race of aristocratic vampires and their onetime slaves, the Lycans.	Patrick Tatopoulos	Rhona Mitra, Michael Sheen, Bill Nighy, Steven Mackintosh	2009	92	6.6	129708	45.80	44.0
991	992	Taare Zameen Par	Drama,Family,Music	An eight-year-old boy is thought to be a lazy trouble-maker, until the new art teacher has the patience and compassion to discover the real problem behind his struggles in school.	Aamir Khan	Darsheel Safary, Aamir Khan, Tanay Chheda, Sachet Engineer	2007	165	8.5	102697	1.20	42.0
992	993	Take Me Home Tonight	Comedy,Drama,Romance	Four years after graduation, an awkward high school genius uses his sister's boyfriend's Labor Day party as the perfect opportunity to make his move on his high school crush.	Michael Dowse	Topher Grace, Anna Faris, Dan Fogler, Teresa Palmer	2011	97	6.3	45419	6.92	NaN
993	994	Resident Evil: Afterlife	Action,Adventure,Horror	While still out to destroy the evil Umbrella Corporation, Alice joins a group of survivors living in a prison surrounded by the infected who also want to relocate to the mysterious but supposedly unharmed safe haven known only as Arcadia.	Paul W.S. Anderson	Milla Jovovich, Ali Larter, Wentworth Miller,Kim Coates	2010	97	5.9	140900	60.13	37.0
994	995	Project X	Comedy	3 high school seniors throw a birthday party to make a name for themselves. As the night progresses, things spiral out of control as word of the party spreads.	Nima Nourizadeh	Thomas Mann, Oliver Cooper, Jonathan Daniel Brown, Dax Flame	2012	88	6.7	164088	54.72	48.0
995	996	Secret in Their Eyes	Crime,Drama,Mystery	A tight-knit team of rising investigators, along with their supervisor, is suddenly torn apart when they discover that one of their own teenage daughters has been brutally murdered.	Billy Ray	Chiwetel Ejiofor, Nicole Kidman, Julia Roberts, Dean Norris	2015	111	6.2	27585	NaN	45.0
996	997	Hostel: Part II	Horror	Three American college students studying abroad are lured to a Slovakian hostel, and discover the grim reality behind it.	Eli Roth	Lauren German, Heather Matarazzo, Bijou Phillips, Roger Bart	2007	94	5.5	73152	17.54	46.0
997	998	Step Up 2: The Streets	Drama,Music,Romance	Romantic sparks occur between two dance students from different backgrounds at the Maryland School of the Arts.	Jon M. Chu	Robert Hoffman, Briana Evigan, Cassie Ventura, Adam G. Sevani	2008	98	6.2	70699	58.01	50.0
998	999	Search Party	Adventure,Comedy	A pair of friends embark on a mission to reunite their pal with the woman he was going to marry.	Scot Armstrong	Adam Pally, T.J. Miller, Thomas Middleditch,Shannon Woodward	2014	93	5.6	4881	NaN	22.0
999	1000	Nine Lives	Comedy,Family,Fantasy	A stuffy businessman finds himself trapped inside the body of his family's cat.	Barry Sonnenfeld	Kevin Spacey, Jennifer Garner, Robbie Amell,Cheryl Hines	2016	87	5.3	12435	19.64	11.0

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample